To run program change photos_dir in run_all.py into dir of photos, which you want to compress.
Also you need to change SVD_rank
Then run program using python run_all.py
It will automatically create folder experiments, and put results into it.
It will create results folder where you can see, information about average loss(out_all*), and loss for every image(out*).
Then you can run image_combine.py file to combine all photos, and see result better.